Title :
Robustness Analysis of Mixed Product Run-to-Run Control for Semiconductor Process Based on ODOB Control Structure
Author :
An-Chen Lee ; Jeng-Haur Horng ; Tzu-Wei Kuo ; Nan-Hung Chou
Author_Institution :
Dept. of Mech. Eng., Nat. Chiao Tung Univ., Hsinchu, Taiwan
Abstract :
In this paper, we propose a unified framework for the mixed-product run-to-run (RtR) controller, which is called the output disturbance observer (ODOB) structure. Many mixed-product RtR controllers, such as product-based exponentially weighted moving average (PB-EWMA) threaded predictor corrector controller (t-PCC), cycle forecasting EWMA (CF-EWMA), and combined product and tool disturbance estimator (CPTDE), can fit in this framework. The relations of the above-mentioned controllers and the ODOB controller are discussed. Furthermore, based on the ODOB structure, we analyze the robust stable conditions and provide a systematic method for obtaining the optimal parameters that guarantee the optimal nominal performance under the robust stability. The simulation cases show that the output performances of PB-EWMA, t-PCC, CF-EWMA, and CPTDE controllers are improved by using the optimal weights obtained from the proposed approach.
Keywords :
controllers; robust control; semiconductor industry; CF-EWMA; CPTDE controllers; ODOB control structure; PB-EWMA threaded predictor corrector controller; cycle forecasting EWMA; mixed-product RtR controllers; mixed-product run-to-run controller; optimal nominal performance; output disturbance observer structure; product-based exponentially weighted moving average; robust stability; robustness analysis; semiconductor process; stable conditions; systematic method; t-PCC; tool disturbance estimator; Estimation; Instruction sets; Process control; Production; Robust stability; Semiconductor process modeling; Uncertainty; Disturbance observer; mixed product; robust stability; run-to-run; uncertainty;
Journal_Title :
Semiconductor Manufacturing, IEEE Transactions on
DOI :
10.1109/TSM.2014.2303206